Mercurial > repos > bgruening > sklearn_train_test_eval

annotate test-data/lgb_class_model.txt @ 16:8b822484debc draft

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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
author bgruening
date Wed, 09 Aug 2023 14:53:46 +0000
parents 2eb5c017958d
children
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1 tree
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2 version=v3
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3 num_class=1
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4 num_tree_per_iteration=1
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5 label_index=0
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6 max_feature_idx=3
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7 objective=binary sigmoid:1
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8 feature_names=Column_0 Column_1 Column_2 Column_3
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9 feature_infos=none none none none
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10 tree_sizes=239
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12 Tree=0
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13 num_leaves=1
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14 num_cat=0
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15 split_feature=
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16 split_gain=
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17 threshold=
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18 decision_type=
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19 left_child=
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20 right_child=
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21 leaf_value=-0.2876820724517809
6
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22 leaf_weight=
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23 leaf_count=
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24 internal_value=
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25 internal_weight=
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26 internal_count=
15
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27 is_linear=0
6
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28 shrinkage=1
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31 end of trees
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32
15
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33 feature_importances:
6
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34
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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35 parameters:
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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36 [boosting: gbdt]
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37 [objective: binary]
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38 [metric: binary_logloss]
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39 [tree_learner: serial]
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40 [device_type: cpu]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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41 [data: ]
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42 [valid: ]
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43 [num_iterations: 10000]
6
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44 [learning_rate: 0.02]
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45 [num_leaves: 32]
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46 [num_threads: 1]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
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47 [deterministic: 0]
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48 [force_col_wise: 0]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
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49 [force_row_wise: 0]
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50 [histogram_pool_size: -1]
6
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51 [max_depth: 8]
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52 [min_data_in_leaf: 20]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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53 [min_sum_hessian_in_leaf: 39]
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54 [bagging_fraction: 0.9]
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55 [pos_bagging_fraction: 1]
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56 [neg_bagging_fraction: 1]
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57 [bagging_freq: 0]
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58 [bagging_seed: 18467]
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59 [feature_fraction: 0.9]
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60 [feature_fraction_bynode: 1]
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61 [feature_fraction_seed: 26500]
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62 [extra_trees: 0]
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63 [extra_seed: 15724]
6
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64 [early_stopping_round: 0]
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65 [first_metric_only: 0]
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66 [max_delta_step: 0]
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67 [lambda_l1: 0.04]
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68 [lambda_l2: 0.07]
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69 [linear_lambda: 0]
6
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70 [min_gain_to_split: 0.02]
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71 [drop_rate: 0.1]
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72 [max_drop: 50]
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73 [skip_drop: 0.5]
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74 [xgboost_dart_mode: 0]
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75 [uniform_drop: 0]
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76 [drop_seed: 6334]
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77 [top_rate: 0.2]
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78 [other_rate: 0.1]
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79 [min_data_per_group: 100]
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80 [max_cat_threshold: 32]
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81 [cat_l2: 10]
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82 [cat_smooth: 10]
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83 [max_cat_to_onehot: 4]
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84 [top_k: 20]
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85 [monotone_constraints: ]
15
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86 [monotone_constraints_method: basic]
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87 [monotone_penalty: 0]
6
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88 [feature_contri: ]
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89 [forcedsplits_filename: ]
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90 [refit_decay_rate: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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parents:
diff changeset
91 [cegb_tradeoff: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
92 [cegb_penalty_split: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
93 [cegb_penalty_feature_lazy: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
94 [cegb_penalty_feature_coupled: ]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
95 [path_smooth: 0]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
96 [interaction_constraints: ]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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97 [verbosity: -1]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
98 [saved_feature_importance_type: 0]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
99 [linear_tree: 0]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
100 [max_bin: 255]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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101 [max_bin_by_feature: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
102 [min_data_in_bin: 3]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
103 [bin_construct_sample_cnt: 200000]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
104 [data_random_seed: 41]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
105 [is_enable_sparse: 1]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
106 [enable_bundle: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
107 [use_missing: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
108 [zero_as_missing: 0]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
109 [feature_pre_filter: 1]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
110 [pre_partition: 0]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
111 [two_round: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
112 [header: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
113 [label_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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114 [weight_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
115 [group_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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116 [ignore_column: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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diff changeset
117 [categorical_feature: ]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
118 [forcedbins_filename: ]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
119 [precise_float_parser: 0]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
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diff changeset
120 [objective_seed: 19169]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
121 [num_class: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
122 [is_unbalance: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
123 [scale_pos_weight: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
124 [sigmoid: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
125 [boost_from_average: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
126 [reg_sqrt: 0]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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127 [alpha: 0.9]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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128 [fair_c: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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diff changeset
129 [poisson_max_delta_step: 0.7]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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130 [tweedie_variance_power: 1.5]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
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diff changeset
131 [lambdarank_truncation_level: 30]
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
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diff changeset
132 [lambdarank_norm: 1]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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133 [label_gain: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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134 [eval_at: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
135 [multi_error_top_k: 1]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
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diff changeset
136 [auc_mu_weights: ]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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137 [num_machines: 1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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138 [local_listen_port: 12400]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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139 [time_out: 120]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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140 [machine_list_filename: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
141 [machines: ]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
142 [gpu_platform_id: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
diff changeset
143 [gpu_device_id: -1]
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
parents:
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144 [gpu_use_dp: 0]
15
2eb5c017958d planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
bgruening
parents: 6
diff changeset
145 [num_gpu: 1]
6
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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146
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
bgruening
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147 end of parameters
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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148
bde62c243b7e "planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
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149 pandas_categorical:null